54 citations · 79 across the 3 of their papers we have counts for
3 papers
cs.AI2012★ 25 cited
CT-NOR: Representing and Reasoning About Events in Continuous Time
Aleksandr Simma, Moises Goldszmidt, John MacCormick +4
We present a generative model for representing and reasoning about the relationships among events in continuous time. We apply the model to the domain of networked and distributed…
cs.LG2012★ 54 cited
Modeling Events with Cascades of Poisson Processes
Aleksandr Simma, Michael I. Jordan
We present a probabilistic model of events in continuous time in which each event triggers a Poisson process of successor events. The ensemble of observed events is thereby modeled…
cs.LG2010
On the Stability of Empirical Risk Minimization in the Presence of Multiple Risk Minimizers
Benjamin I. P. Rubinstein, Aleksandr Simma
Recently Kutin and Niyogi investigated several notions of algorithmic stability--a property of a learning map conceptually similar to continuity--showing that training-stability is…